Pipeline(steps=[('preproc',
ColumnTransformer(transformers=[('num',
Pipeline(steps=[('impute',
SimpleImputer(strategy='median')),
('scaler',
MinMaxScaler())]),
<sklearn.compose._column_transformer.make_column_selector object at 0x123c809a0>),
('cat',
Pipeline(steps=[('ohe',
OneHotEncoder(handle_unknown='infrequent_if_exist',
min_frequency=0.05,
sparse_output=False))]),
<sklearn.compose._column_transformer.make_column_selector object at 0x123c809d0>)],
verbose_feature_names_out=False)),
('model',
HistGradientBoostingClassifier(class_weight='balanced',
max_depth=4, max_iter=1000,
random_state=42))])In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
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